Скачать или смотреть AI Agents Memory Design & Optimization Techniques

Tired of expensive, forgetful AI agents? I explored multiple memory strategies — from simple sequential memory to advanced RAG, graph-based, and OS-like systems — all tested and demoed live.

What You’ll Learn:
🧠 Why stateless agents cost more and deliver less
🧩 9 memory models from basic to battle-tested
🎮 Live Streamlit playground & token performance metrics
🛠️ When (and why) to use each in production

Covered Strategies:
🧾 Sequential & Sliding Window
📝 Summarization & RAG
🏗️ Hierarchical & Memory-Augmented
🌐 Graph, Compression & OS-style

Also includes a FastAPI backend + interactive playground. Ideal for AI engineers, researchers, and builders of agentic systems.

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